Muhammad Rayyan Email and Phone Number
As a dedicated Software Engineering student at NUST, I have cultivated a strong foundation in cutting-edge technologies, particularly in Machine Learning (ML), Deep Learning (DL), Computer Vision, Natural Language Processing (NLP), and Generative AI. But what truly fascinates me? The quest for Artificial General Intelligence (AGI). Imagine machines not just mastering tasks, but comprehending like humans. It's the frontier of AI, and I'm eager to explore its potential.Beyond the realm of software engineering, my deep-rooted fascination with astronomy and physics drives my ambition to apply AI to groundbreaking discoveries in space exploration. I am also passionate about harnessing AI's potential to revolutionize healthcare, education, and agriculture, aiming to make impactful contributions that positively shape our future.I thrive on embracing new challenges that expand the boundaries of my knowledge. My interest extends to enhancing robotics capabilities using AI, paving the way for innovative solutions in automation and robotics.I enjoy taking on new challenges and am always looking to expand my knowledge. I’m involved in AI research, summarizing recent papers, and participating in AI-focused hackathons. I’m excited about the future and believe that technology can make the world a better place for everyone.
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Research AssistantOld Dominion UniversityNorfolk, Va, Us -
Ai Research AssistantNational University Of Sciences And Technology (Nust) Jul 2024 - PresentIslāmābād, Pakistan• As a research assistant, developed a data dialog system that enables non-technical users to access databases through natural language queries, with LLMs generating and executing SQL queries for concise results.• Established the system locally to address industrial data privacy concerns, utilizing Llama 3.1 8B for secure operations.• Integrated “SQL query evaluation” with Llama 3.1 70B as a judge model, which assesses query accuracy and facilitates regeneration for poorly formed queries, enhancing system effectiveness and minimizing hallucinations.• Conducted extensive testing on 50 Q&A sets, demonstrating improved performance across all cases and showcasing system robustness.• Implemented “data visualization” features using Llama 3.1 70B for dynamic analytics, including bar and pie charts, providing clearer insights and enhancing the project’s analytical capabilities.• Future work includes:-Performing LLM-powered data analysis with data from multiple sources, such as databases and reports, to enhance system capabilities and user experience. -
Medium Writer - Machine Learning And AiMedium Aug 2023 - PresentRawalpindi, Punjab, Pakistan• Published articles on Medium covering key machine learning algorithms like Linear Regression, Naïve Bayes, KNN, and Logistic Regression.• Each article simplifies complex concepts for beginners, featuring Python implementations to demonstrate practical applications. -
Software EngineerTelenor Microfinance Bank Limited Jul 2023 - Aug 2023Islamabad, Islāmābād, Pakistan• Assigned to develop an eCommerce website using Java’s Spring Boot framework, Thymeleaf, and MySQL database. Built the website to handle various e-Commerce functionalities.• Later enhanced the site by integrating authentication and authorization features using Spring Security, ensuring secure access and user management.
Muhammad Rayyan Education Details
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Software Engineering
Frequently Asked Questions about Muhammad Rayyan
What company does Muhammad Rayyan work for?
Muhammad Rayyan works for Old Dominion University
What is Muhammad Rayyan's role at the current company?
Muhammad Rayyan's current role is Research Assistant.
What schools did Muhammad Rayyan attend?
Muhammad Rayyan attended National University Of Sciences And Technology (Nust).
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Muhammad Rayyan
Logistic & Supply Chain Expert | Health & Behavior Change | Polio | Liaison Management | Procurement Management | Compliance Management •Peshawar -
Muhammad Rayyan
Social Media Manager || Social Advertiser ||Shopify Developer || Ai Powered Content WritingPunjab, Pakistan -
Muhammad Rayyan
Social Media Marketer || Social Advertiser ||Shopify Developer || Ai Powered Content WriterKamālia -
Muhammad Rayyan
🎨 Ux Designer @Venturedive (Outsourced To Lumi 🚗) 💻 | Former Product Designer @Puresquare 🟢 | Upwork Top-Rated ⭐ | Championing Accessibility In Design | Crafting Experiences For The Next 3 Billion Users 🌐Karāchi1gaditek.com
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